Shopify Audiences Burned $2,000 With Zero Conversions
Algorithmic audiences. Algorithmically bad results.
Let me start by saying: this was entirely avoidable.
Turns out the checkout flow was corrupted. The most frustrating part? It had been broken for weeks.
What Nobody Tells You
The app froze and it disabled payments. Turns out the theme file was corrupted. I audit every day.
Turns out the setting was corrupted. Eventually I cleared the cache and everything worked again. Eventually I uninstalled the app and the problem was resolved. The most confusing part? I found out from a customer.
The Numbers
Shopify broke and it confused customers. What bothers me is there was no warning.
Why This Matters
I spent 3 months trying to debug what was happening. I audit monthly. Eventually I reverted the change and everything worked again. Eventually I found a workaround and everything worked again.
The reality: testing your own store is the only safety net.
Trust nothing, test everything. Especially after updates. Especially on mobile. Especially at 2 AM.
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